Pandas Profiling Report

Dataset info

Number of variables	59
Number of observations	4752
Missing cells	12096 (4.3%)
Duplicate rows	0 (0.0%)
Total size in memory	2.3 MiB
Average record size in memory	514.5 B

Variables types

NUM	56
BOOL	3

Toggle Reproduction Information

Reproduction info

Date of analysis	2020-03-01 02:36:38.608444
Version	pandas-profiling v2.4.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download Configuration	config.yaml

Toggle Warnings

Warnings

`X02` has 325 (6.8%) zeros	Zeros
`X03` has 307 (6.5%) zeros	Zeros
`X04` has 4228 (89.0%) zeros	Zeros
`X10` has 4124 (86.8%) zeros	Zeros
`X11` has 1160 (24.4%) zeros	Zeros
`X13` has 448 (9.4%) zeros	Zeros
`X14` has constant value "0.0"	Rejected
`X15` has 354 (7.4%) zeros	Zeros
`X16` has constant value "0.0"	Rejected
`X17` has 872 (18.4%) zeros	Zeros
`X18` has 400 (8.4%) zeros	Zeros
`X19` has constant value "0.0"	Rejected
`X21` has 4145 (87.2%) zeros	Zeros
`X24` has 1821 (38.3%) zeros	Zeros
`X25` has 1857 (39.1%) zeros	Zeros
`X26` has 782 (16.5%) zeros	Zeros
`X34` has 1144 (24.1%) zeros	Zeros
`X35` has 243 (5.1%) zeros	Zeros
`X36` has 4305 (90.6%) zeros	Zeros
`X39` has 4330 (91.1%) zeros	Zeros
`Y00` has 432 (9.1%) missing values	Missing
`Y01` has 432 (9.1%) missing values	Missing
`Y02` has 432 (9.1%) missing values	Missing
`Y03` has 432 (9.1%) missing values	Missing
`Y04` has 432 (9.1%) missing values	Missing
`Y05` has 432 (9.1%) missing values	Missing
`Y06` has 432 (9.1%) missing values	Missing
`Y07` has 432 (9.1%) missing values	Missing
`Y08` has 432 (9.1%) missing values	Missing
`Y09` has 432 (9.1%) missing values	Missing
`Y10` has 432 (9.1%) missing values	Missing
`Y11` has 432 (9.1%) missing values	Missing
`Y12` has 432 (9.1%) missing values	Missing
`Y13` has 432 (9.1%) missing values	Missing
`Y14` has 432 (9.1%) missing values	Missing
`Y15` has 432 (9.1%) missing values	Missing
`Y16` has 432 (9.1%) missing values	Missing
`Y17` has 432 (9.1%) missing values	Missing
`Y18` has 4320 (90.9%) missing values	Missing
`X05` is highly correlated with `X01` and 8 other fields	High Correlation
`X01` is highly correlated with `X05` and 8 other fields	High Correlation
`X06` is highly correlated with `X01` and 8 other fields	High Correlation
`X07` is highly correlated with `X00` and 12 other fields	High Correlation
`X00` is highly correlated with `X07` and 16 other fields	High Correlation
`X08` is highly correlated with `X01` and 8 other fields	High Correlation
`X09` is highly correlated with `X01` and 8 other fields	High Correlation
`X20` is highly correlated with `X12` and 2 other fields	High Correlation
`X12` is highly correlated with `X20` and 2 other fields	High Correlation
`X21` is highly correlated with `X04` and 1 other fields	High Correlation
`X04` is highly correlated with `X21` and 1 other fields	High Correlation
`X22` is highly correlated with `X01` and 8 other fields	High Correlation
`X23` is highly correlated with `X01` and 8 other fields	High Correlation
`X27` is highly correlated with `X01` and 8 other fields	High Correlation
`X28` is highly correlated with `X00` and 8 other fields	High Correlation
`X29` is highly correlated with `X01` and 8 other fields	High Correlation
`X30` is highly correlated with `X12` and 2 other fields	High Correlation
`X31` is highly correlated with `X00` and 14 other fields	High Correlation
`X32` is highly correlated with `X00` and 15 other fields	High Correlation
`X33` is highly correlated with `X01` and 8 other fields	High Correlation
`X34` is highly correlated with `X11`	High Correlation
`X11` is highly correlated with `X34`	High Correlation
`X36` is highly correlated with `X04` and 1 other fields	High Correlation
`X37` is highly correlated with `X12` and 3 other fields	High Correlation
`X38` is highly correlated with `X37`	High Correlation
`Y00` is highly correlated with `X00` and 9 other fields	High Correlation
`Y01` is highly correlated with `X00` and 16 other fields	High Correlation
`Y02` is highly correlated with `X00` and 16 other fields	High Correlation
`Y03` is highly correlated with `Y00` and 1 other fields	High Correlation
`Y04` is highly correlated with `Y00` and 1 other fields	High Correlation
`Y05` is highly correlated with `X00` and 12 other fields	High Correlation
`Y07` is highly correlated with `Y06` and 1 other fields	High Correlation
`Y06` is highly correlated with `Y07` and 5 other fields	High Correlation
`Y08` is highly correlated with `X00` and 10 other fields	High Correlation
`Y09` is highly correlated with `X00` and 15 other fields	High Correlation
`Y10` is highly correlated with `X00` and 14 other fields	High Correlation
`Y11` is highly correlated with `X00` and 14 other fields	High Correlation
`Y12` is highly correlated with `Y06` and 4 other fields	High Correlation
`Y13` is highly correlated with `X00` and 16 other fields	High Correlation
`Y14` is highly correlated with `X00` and 12 other fields	High Correlation
`Y15` is highly correlated with `X00` and 14 other fields	High Correlation
`Y16` is highly correlated with `X00` and 14 other fields	High Correlation
`Y17` is highly correlated with `X00` and 14 other fields	High Correlation

X00
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	226
Unique (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	20.22790404
Minimum	8.3
Maximum	30.9
Zeros	0
Zeros (%)	0.0%
Memory size	74.2 KiB

Toggle details

Quantile statistics

Minimum	8.3
5-th percentile	12.5
Q1	16.9
median	19.9
Q3	24.1
95-th percentile	27.8
Maximum	30.9
Range	22.6
Interquartile range (IQR)	7.2

Descriptive statistics

Standard deviation	4.707570134
Coefficient of variation (CV)	0.2327265408
Kurtosis	-0.6518356052
Mean	20.22790404
Median Absolute Deviation (MAD)	3.9175445
Skewness	-0.04411104199
Sum	96123
Variance	22.16121657

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 8.3 10.75 11.85 13.95 15.75 ... 19.55 26.35 28.45 29.75 30.9 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
18.6	57	1.2%
18.7	54	1.1%
17.4	50	1.1%
18.5	49	1.0%
18	49	1.0%
19.3	48	1.0%
16.8	46	1.0%
22.8	45	0.9%
21.8	44	0.9%
17.2	44	0.9%
Other values (216)	4266	89.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
8.3	1	< 0.1%
8.4	5	0.1%
8.5	5	0.1%
8.6	4	0.1%
8.7	3	0.1%

Value	Count	Frequency (%)
30.9	1	< 0.1%
30.8	1	< 0.1%
30.7	2	< 0.1%
30.6	5	0.1%
30.5	6	0.1%

X01
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	196
Unique (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	988.6211069
Minimum	977.3
Maximum	997.2
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	977.3
5-th percentile	982.6
Q1	986.8
median	988.6
Q3	991
95-th percentile	993.1
Maximum	997.2
Range	19.9
Interquartile range (IQR)	4.2

Descriptive statistics

Standard deviation	3.359916163
Coefficient of variation (CV)	0.003398588336
Kurtosis	0.628269214
Mean	988.6211069
Median Absolute Deviation (MAD)	2.616278048
Skewness	-0.353391677
Sum	4697927.5
Variance	11.28903662

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[977.3 979.55 981.25 982.05 982.45 ... 993.45 994.95 996.25 996.65 997.2 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
991.6	85	1.8%
987.3	81	1.7%
986.7	81	1.7%
987.7	78	1.6%
991.5	76	1.6%
991.4	73	1.5%
987.8	73	1.5%
990.9	72	1.5%
987.4	72	1.5%
987.2	71	1.5%
Other values (186)	3990	84.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
977.3	2	< 0.1%
977.4	3	0.1%
977.5	2	< 0.1%
977.6	5	0.1%
977.7	3	0.1%

Value	Count	Frequency (%)
997.2	4	0.1%
997.1	7	0.1%
997	6	0.1%
996.9	2	< 0.1%
996.8	2	< 0.1%

X02
Real number (ℝ_≥0)

ZEROS

Distinct count	64
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.50976431
Minimum	0
Maximum	10.2
Zeros	325
Zeros (%)	6.8%
Memory size	74.2 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.7
median	1.3
Q3	2.1
95-th percentile	3.6
Maximum	10.2
Range	10.2
Interquartile range (IQR)	1.4

Descriptive statistics

Standard deviation	1.071858009
Coefficient of variation (CV)	0.7099505544
Kurtosis	1.699778267
Mean	1.50976431
Median Absolute Deviation (MAD)	0.8417256176
Skewness	0.9945435345
Sum	7174.4
Variance	1.148879591

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.05 0.35 0.75 1.55 ... 3.45 4.05 4.65 6.75 10.2 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	325	6.8%
0.9	225	4.7%
1.2	216	4.5%
1.1	213	4.5%
1	202	4.3%
0.8	198	4.2%
1.3	186	3.9%
1.4	185	3.9%
0.7	175	3.7%
1.5	174	3.7%
Other values (54)	2653	55.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	325	6.8%
0.1	63	1.3%
0.2	76	1.6%
0.3	95	2.0%
0.4	135	2.8%

Value	Count	Frequency (%)
10.2	1	< 0.1%
6.8	1	< 0.1%
6.7	1	< 0.1%
6.4	2	< 0.1%
6.3	1	< 0.1%

X03
Real number (ℝ_≥0)

ZEROS

Distinct count	55
Unique (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.453156566
Minimum	0
Maximum	5.8
Zeros	307
Zeros (%)	6.5%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.8
median	1.3
Q3	2
95-th percentile	3.2
Maximum	5.8
Range	5.8
Interquartile range (IQR)	1.2

Descriptive statistics

Standard deviation	0.9361507159
Coefficient of variation (CV)	0.6442187566
Kurtosis	0.4496806888
Mean	1.453156566
Median Absolute Deviation (MAD)	0.7436909605
Skewness	0.6715366128
Sum	6905.4
Variance	0.8763781628

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.05 0.25 0.55 1.65 ... 3.25 3.65 4.05 4.75 5.8 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	307	6.5%
1.3	223	4.7%
1.1	221	4.7%
1.2	213	4.5%
0.9	200	4.2%
1.4	199	4.2%
1.6	192	4.0%
1.5	191	4.0%
0.8	191	4.0%
1	185	3.9%
Other values (45)	2630	55.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	307	6.5%
0.1	60	1.3%
0.2	50	1.1%
0.3	107	2.3%
0.4	123	2.6%

Value	Count	Frequency (%)
5.8	1	< 0.1%
5.5	1	< 0.1%
5.3	4	0.1%
5.2	1	< 0.1%
5	1	< 0.1%

X04
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	134
Unique (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.270223064
Minimum	0
Maximum	25.6
Zeros	4228
Zeros (%)	89.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	11.1
Maximum	25.6
Range	25.6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.429851678
Coefficient of variation (CV)	3.487459647
Kurtosis	15.32520039
Mean	1.270223064
Median Absolute Deviation (MAD)	2.294200741
Skewness	3.884074178
Sum	6036.1
Variance	19.62358589

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.05 0.15 0.55 4.3 ... 14.45 22.75 22.85 25.55 25.6 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	4228	89.0%
11.1	110	2.3%
25.6	53	1.1%
0.1	50	1.1%
14.4	36	0.8%
4.5	20	0.4%
0.4	17	0.4%
10.3	13	0.3%
22.8	12	0.3%
13.8	11	0.2%
Other values (124)	202	4.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4228	89.0%
0.1	50	1.1%
0.2	2	< 0.1%
0.4	17	0.4%
0.5	4	0.1%

Value	Count	Frequency (%)
25.6	53	1.1%
25.5	1	< 0.1%
25.4	3	0.1%
25.3	1	< 0.1%
25.2	2	< 0.1%

X05
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	195
Unique (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1008.333902
Minimum	997.2
Maximum	1016.8
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	997.2
5-th percentile	1002.2
Q1	1006.5
median	1008.5
Q3	1010.8
95-th percentile	1013
Maximum	1016.8
Range	19.6
Interquartile range (IQR)	4.3

Descriptive statistics

Standard deviation	3.395036693
Coefficient of variation (CV)	0.003366976641
Kurtosis	0.4350918657
Mean	1008.333902
Median Absolute Deviation (MAD)	2.662915455
Skewness	-0.3687166685
Sum	4791602.7
Variance	11.52627415

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 997.2 999.65 999.85 1001.35 1002.45 ... 1013.15 1014.35 1015.55 1016.15 1016.8 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1011.7	82	1.7%
1011.6	82	1.7%
1007.1	80	1.7%
1006.9	80	1.7%
1011.3	75	1.6%
1008.7	74	1.6%
1006.8	72	1.5%
1006.6	72	1.5%
1006.7	71	1.5%
1007.6	71	1.5%
Other values (185)	3993	84.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
997.2	3	0.1%
997.3	4	0.1%
997.4	3	0.1%
997.5	4	0.1%
997.6	5	0.1%

Value	Count	Frequency (%)
1016.8	1	< 0.1%
1016.7	3	0.1%
1016.6	5	0.1%
1016.5	5	0.1%
1016.4	5	0.1%

X06
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	193
Unique (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	989.0050926
Minimum	978.1
Maximum	997.4
Zeros	0
Zeros (%)	0.0%
Memory size	74.2 KiB

Toggle details

Quantile statistics

Minimum	978.1
5-th percentile	982.9
Q1	987.1
median	989.1
Q3	991.6
95-th percentile	993.5
Maximum	997.4
Range	19.3
Interquartile range (IQR)	4.5

Descriptive statistics

Standard deviation	3.403714117
Coefficient of variation (CV)	0.003441553681
Kurtosis	0.4493630657
Mean	989.0050926
Median Absolute Deviation (MAD)	2.673393464
Skewness	-0.3625414392
Sum	4699752.2
Variance	11.58526979

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[978.1 981.85 983.25 985.65 987.05 ... 995.45 995.65 996.45 996.95 997.4 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
992.2	85	1.8%
987.3	79	1.7%
987.1	79	1.7%
988.4	79	1.7%
989.6	76	1.6%
991.5	76	1.6%
987.6	73	1.5%
987.5	72	1.5%
992.3	70	1.5%
987.2	68	1.4%
Other values (183)	3995	84.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
978.1	2	< 0.1%
978.2	1	< 0.1%
978.3	4	0.1%
978.4	7	0.1%
978.5	1	< 0.1%

Value	Count	Frequency (%)
997.4	2	< 0.1%
997.3	9	0.2%
997.2	2	< 0.1%
997.1	5	0.1%
997	1	< 0.1%

X07
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	210
Unique (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	21.65808081
Minimum	11.6
Maximum	32.7
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	11.6
5-th percentile	14.9
Q1	18.4
median	21.2
Q3	24.825
95-th percentile	29.1
Maximum	32.7
Range	21.1
Interquartile range (IQR)	6.425

Descriptive statistics

Standard deviation	4.377216363
Coefficient of variation (CV)	0.202105459
Kurtosis	-0.5762853869
Mean	21.65808081
Median Absolute Deviation (MAD)	3.62311924
Skewness	0.1356055345
Sum	102919.2
Variance	19.16002309

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[11.6 12.05 14.55 15.95 17.55 ... 24.75 27.55 29.65 31.45 32.7 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
19.9	65	1.4%
20.5	59	1.2%
20	58	1.2%
19.4	55	1.2%
20.4	53	1.1%
20.3	51	1.1%
18.3	49	1.0%
18.2	47	1.0%
23	47	1.0%
19.7	45	0.9%
Other values (200)	4223	88.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11.6	1	< 0.1%
11.7	8	0.2%
11.8	13	0.3%
11.9	19	0.4%
12	11	0.2%

Value	Count	Frequency (%)
32.7	1	< 0.1%
32.6	2	< 0.1%
32.5	3	0.1%
32.4	4	0.1%
32.2	4	0.1%

X08
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	202
Unique (%)	4.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1008.790341
Minimum	997.3
Maximum	1017.5
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	997.3
5-th percentile	1002.6
Q1	1006.7
median	1008.8
Q3	1011.4
95-th percentile	1013.7
Maximum	1017.5
Range	20.2
Interquartile range (IQR)	4.7

Descriptive statistics

Standard deviation	3.520316792
Coefficient of variation (CV)	0.003489641653
Kurtosis	0.2638418799
Mean	1008.790341
Median Absolute Deviation (MAD)	2.796162142
Skewness	-0.3622423887
Sum	4793771.7
Variance	12.39263032

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 997.3 999.15 1001.85 1003.15 1005.05 ... 1010.75 1013.05 1013.65 1013.95 1017.5 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1012.6	71	1.5%
1008.7	68	1.4%
1007.3	67	1.4%
1007.5	65	1.4%
1012.8	64	1.3%
1007.8	63	1.3%
1012.7	63	1.3%
1011.1	62	1.3%
1007.7	62	1.3%
1011	60	1.3%
Other values (192)	4107	86.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
997.3	1	< 0.1%
997.4	2	< 0.1%
997.5	1	< 0.1%
997.6	7	0.1%
997.7	4	0.1%

Value	Count	Frequency (%)
1017.5	4	0.1%
1017.4	5	0.1%
1017.3	3	0.1%
1017.2	3	0.1%
1017.1	8	0.2%

X09
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	216
Unique (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1008.394171
Minimum	996.3
Maximum	1018
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	996.3
5-th percentile	1002.455
Q1	1006.3
median	1008.4
Q3	1010.9
95-th percentile	1013.3
Maximum	1018
Range	21.7
Interquartile range (IQR)	4.6

Descriptive statistics

Standard deviation	3.54617995
Coefficient of variation (CV)	0.003516660501
Kurtosis	0.5925427776
Mean	1008.394171
Median Absolute Deviation (MAD)	2.769325436
Skewness	-0.3027984784
Sum	4791889.1
Variance	12.57539224

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 996.3 998.95 1001.35 1001.75 1002.45 ... 1011.95 1012.25 1013.25 1013.45 1018. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1007.3	82	1.7%
1012.1	81	1.7%
1007.4	73	1.5%
1007.2	72	1.5%
1009.1	65	1.4%
1008.4	65	1.4%
1012	65	1.4%
1006.3	64	1.3%
1009.5	62	1.3%
1005.9	61	1.3%
Other values (206)	4062	85.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
996.3	1	< 0.1%
996.4	4	0.1%
996.5	1	< 0.1%
996.6	3	0.1%
996.7	4	0.1%

Value	Count	Frequency (%)
1018	3	0.1%
1017.9	5	0.1%
1017.8	6	0.1%
1017.7	1	< 0.1%
1017.6	1	< 0.1%

X10
Real number (ℝ_≥0)

ZEROS

Distinct count	38
Unique (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.006734007
Minimum	0
Maximum	18.5
Zeros	4124
Zeros (%)	86.8%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	10
Maximum	18.5
Range	18.5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.324414718
Coefficient of variation (CV)	3.30217783
Kurtosis	13.01932518
Mean	1.006734007
Median Absolute Deviation (MAD)	1.777887602
Skewness	3.635828592
Sum	4784
Variance	11.05173322

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.25 0.75 1.75 2.75 ... 10.25 16.25 17.75 18.25 18.5 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	4124	86.8%
0.5	143	3.0%
10	119	2.5%
9	54	1.1%
18.5	40	0.8%
2.5	29	0.6%
7.5	23	0.5%
5	21	0.4%
16.5	19	0.4%
2	18	0.4%
Other values (28)	162	3.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4124	86.8%
0.5	143	3.0%
1	4	0.1%
1.5	4	0.1%
2	18	0.4%

Value	Count	Frequency (%)
18.5	40	0.8%
18	1	< 0.1%
17.5	18	0.4%
17	16	0.3%
16.5	19	0.4%

X11
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	1507
Unique (%)	31.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	11.00847854
Minimum	0
Maximum	30.7
Zeros	1160
Zeros (%)	24.4%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.02
median	7.69
Q3	22.19
95-th percentile	28.48
Maximum	30.7
Range	30.7
Interquartile range (IQR)	22.17

Descriptive statistics

Standard deviation	10.87353949
Coefficient of variation (CV)	0.9877422618
Kurtosis	-1.412754396
Mean	11.00847854
Median Absolute Deviation (MAD)	9.846210142
Skewness	0.4235567753
Sum	52312.29
Variance	118.233861

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.0000e+00 5.0000e-03 2.5000e-02 1.1500e-01 3.9000e-01 ... 3.0055e+01 3.0195e+01 3.0250e+01 3.0695e+01 3.0700e+01], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	1160	24.4%
10.48	32	0.7%
3.15	31	0.7%
23.95	30	0.6%
25.04	29	0.6%
26.04	29	0.6%
28.73	28	0.6%
21.12	28	0.6%
19.69	28	0.6%
29.54	28	0.6%
Other values (1497)	3329	70.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1160	24.4%
0.01	25	0.5%
0.02	17	0.4%
0.03	12	0.3%
0.05	27	0.6%

Value	Count	Frequency (%)
30.7	27	0.6%
30.69	1	< 0.1%
30.68	1	< 0.1%
30.65	1	< 0.1%
30.62	1	< 0.1%

X12
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	776
Unique (%)	16.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	68.20982744
Minimum	16.4
Maximum	97.9
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	16.4
5-th percentile	29.555
Q1	49.5
median	72.15
Q3	89.025
95-th percentile	95.5
Maximum	97.9
Range	81.5
Interquartile range (IQR)	39.525

Descriptive statistics

Standard deviation	22.27805264
Coefficient of variation (CV)	0.3266105996
Kurtosis	-1.100273015
Mean	68.20982744
Median Absolute Deviation (MAD)	19.61122527
Skewness	-0.4198350558
Sum	324133.1
Variance	496.3116294

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[16.4 22.95 32.05 36.95 41.95 ... 91.85 96.85 97.15 97.85 97.9 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
94.5	25	0.5%
93.4	24	0.5%
90.6	23	0.5%
94.6	23	0.5%
92.6	22	0.5%
92.5	22	0.5%
92.2	21	0.4%
93.9	21	0.4%
92	21	0.4%
94.3	20	0.4%
Other values (766)	4530	95.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
16.4	1	< 0.1%
16.5	1	< 0.1%
16.8	3	0.1%
17	1	< 0.1%
17.1	1	< 0.1%

Value	Count	Frequency (%)
97.9	8	0.2%
97.8	2	< 0.1%
97.7	1	< 0.1%
97.6	3	0.1%
97.4	2	< 0.1%

X13
Real number (ℝ_≥0)

ZEROS

Distinct count	2281
Unique (%)	48.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	161.3576389
Minimum	0
Maximum	360
Zeros	448
Zeros (%)	9.4%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	69.225
median	182.6
Q3	228.925
95-th percentile	328.645
Maximum	360
Range	360
Interquartile range (IQR)	159.7

Descriptive statistics

Standard deviation	98.78745951
Coefficient of variation (CV)	0.6122267293
Kurtosis	-0.8896871436
Mean	161.3576389
Median Absolute Deviation (MAD)	82.63304281
Skewness	-0.1583248591
Sum	766771.5
Variance	9758.962156

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.0000e+00 3.5000e-01 8.8500e+00 7.4400e+01 1.3405e+02 ... 1.8085e+02 2.3925e+02 2.6535e+02 3.4340e+02 3.6000e+02], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	448	9.4%
199.5	9	0.2%
208	8	0.2%
232.6	8	0.2%
188.9	8	0.2%
222.2	8	0.2%
195	7	0.1%
194.1	7	0.1%
226	7	0.1%
194	7	0.1%
Other values (2271)	4235	89.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	448	9.4%
0.7	1	< 0.1%
0.9	1	< 0.1%
1	1	< 0.1%
1.1	1	< 0.1%

Value	Count	Frequency (%)
360	1	< 0.1%
359.9	2	< 0.1%
359.6	1	< 0.1%
359.5	1	< 0.1%
359.4	2	< 0.1%

X14
Boolean

CONST

Distinct count	1
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	234.2 KiB

0	4752

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	4752	100.0%

X15
Real number (ℝ_≥0)

ZEROS

Distinct count	2316
Unique (%)	48.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	174.346654
Minimum	0
Maximum	359.9
Zeros	354
Zeros (%)	7.4%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	115.6
median	170.25
Q3	258.4
95-th percentile	319.5
Maximum	359.9
Range	359.9
Interquartile range (IQR)	142.8

Descriptive statistics

Standard deviation	97.78581103
Coefficient of variation (CV)	0.5608700182
Kurtosis	-0.9318808399
Mean	174.346654
Median Absolute Deviation (MAD)	83.13372166
Skewness	-0.2104264579
Sum	828495.3
Variance	9562.064838

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.0000e+00 5.0000e-02 6.7450e+01 9.6850e+01 1.1200e+02 ... 2.3275e+02 2.4935e+02 2.7495e+02 2.9770e+02 3.5990e+02], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	354	7.4%
139.9	9	0.2%
258.4	8	0.2%
120.7	8	0.2%
127.4	8	0.2%
118.5	8	0.2%
260.3	8	0.2%
260.5	7	0.1%
267.4	7	0.1%
140.2	7	0.1%
Other values (2306)	4328	91.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	354	7.4%
0.1	1	< 0.1%
0.2	1	< 0.1%
0.7	2	< 0.1%
1.1	2	< 0.1%

Value	Count	Frequency (%)
359.9	2	< 0.1%
359.7	1	< 0.1%
359.5	1	< 0.1%
359.3	1	< 0.1%
359.2	1	< 0.1%

X16
Boolean

CONST

Distinct count	1
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	234.2 KiB

0	4752

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	4752	100.0%

X17
Real number (ℝ_≥0)

ZEROS

Distinct count	2233
Unique (%)	47.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	161.8238636
Minimum	0
Maximum	360
Zeros	872
Zeros (%)	18.4%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	33.875
median	190.45
Q3	253.125
95-th percentile	332.49
Maximum	360
Range	360
Interquartile range (IQR)	219.25

Descriptive statistics

Standard deviation	115.943382
Coefficient of variation (CV)	0.716478889
Kurtosis	-1.36001756
Mean	161.8238636
Median Absolute Deviation (MAD)	102.963733
Skewness	-0.1394039701
Sum	768987
Variance	13442.86784

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.0000e+00 5.0000e-02 6.1000e+01 1.2325e+02 2.0745e+02 2.1690e+02 2.2810e+02 2.4025e+02 3.0765e+02 3.6000e+02], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	872	18.4%
218.8	11	0.2%
222.1	11	0.2%
222.7	9	0.2%
217.5	9	0.2%
234.4	8	0.2%
219.6	8	0.2%
226.8	8	0.2%
228	7	0.1%
221.1	7	0.1%
Other values (2223)	3802	80.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	872	18.4%
0.1	1	< 0.1%
0.4	1	< 0.1%
0.5	1	< 0.1%
0.6	3	0.1%

Value	Count	Frequency (%)
360	1	< 0.1%
359.9	1	< 0.1%
359.6	2	< 0.1%
359.5	1	< 0.1%
359.3	1	< 0.1%

X18
Real number (ℝ_≥0)

ZEROS

Distinct count	63
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.377462121
Minimum	0
Maximum	8.9
Zeros	400
Zeros (%)	8.4%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.5
median	1
Q3	2.1
95-th percentile	3.7
Maximum	8.9
Range	8.9
Interquartile range (IQR)	1.6

Descriptive statistics

Standard deviation	1.155024002
Coefficient of variation (CV)	0.838515981
Kurtosis	1.191878768
Mean	1.377462121
Median Absolute Deviation (MAD)	0.9257028141
Skewness	1.125258103
Sum	6545.7
Variance	1.334080445

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.05 0.25 0.35 0.95 ... 3.65 4.35 5.1 6.05 8.9 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	400	8.4%
0.7	246	5.2%
0.5	245	5.2%
0.6	242	5.1%
0.8	238	5.0%
0.4	233	4.9%
0.9	229	4.8%
1	183	3.9%
1.1	170	3.6%
0.3	161	3.4%
Other values (53)	2405	50.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	400	8.4%
0.1	108	2.3%
0.2	121	2.5%
0.3	161	3.4%
0.4	233	4.9%

Value	Count	Frequency (%)
8.9	1	< 0.1%
7.3	1	< 0.1%
6.9	1	< 0.1%
6.1	1	< 0.1%
6	1	< 0.1%

X19
Boolean

CONST

Distinct count	1
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	234.2 KiB

0	4752

Toggle details

Frequency Table

Value	Count	Frequency (%)
0	4752	100.0%

X20
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	747
Unique (%)	15.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	71.47887205
Minimum	19.7
Maximum	97.9
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	19.7
5-th percentile	33.5
Q1	53.075
median	74.2
Q3	92.6
95-th percentile	97.9
Maximum	97.9
Range	78.2
Interquartile range (IQR)	39.525

Descriptive statistics

Standard deviation	21.83044562
Coefficient of variation (CV)	0.3054111654
Kurtosis	-1.116540303
Mean	71.47887205
Median Absolute Deviation (MAD)	19.27442151
Skewness	-0.3777136587
Sum	339667.6
Variance	476.5683559

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[19.7 24.95 30.75 44.25 65.65 85.45 90.05 94.55 97.85 97.9 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
97.9	433	9.1%
97.7	26	0.5%
97.2	24	0.5%
95	23	0.5%
97.6	22	0.5%
96.7	22	0.5%
97.5	22	0.5%
97.8	21	0.4%
95.7	20	0.4%
90.7	20	0.4%
Other values (737)	4119	86.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
19.7	1	< 0.1%
19.9	1	< 0.1%
20	1	< 0.1%
20.3	1	< 0.1%
20.4	1	< 0.1%

Value	Count	Frequency (%)
97.9	433	9.1%
97.8	21	0.4%
97.7	26	0.5%
97.6	22	0.5%
97.5	22	0.5%

X21
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	42
Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.138362795
Minimum	0
Maximum	21
Zeros	4145
Zeros (%)	87.2%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	10.5
Maximum	21
Range	21
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.079038532
Coefficient of variation (CV)	3.583250043
Kurtosis	14.56419672
Mean	1.138362795
Median Absolute Deviation (MAD)	2.026113185
Skewness	3.930864671
Sum	5409.5
Variance	16.63855535

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.25 0.75 2.25 2.75 ... 5.25 18.25 19. 20.75 21. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	4145	87.2%
0.5	149	3.1%
21	90	1.9%
5	73	1.5%
18.5	57	1.2%
4.5	43	0.9%
2.5	36	0.8%
10.5	15	0.3%
7	9	0.2%
16	8	0.2%
Other values (32)	127	2.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4145	87.2%
0.5	149	3.1%
1	3	0.1%
1.5	4	0.1%
2	4	0.1%

Value	Count	Frequency (%)
21	90	1.9%
20.5	4	0.1%
20	3	0.1%
19.5	1	< 0.1%
18.5	57	1.2%

X22
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	194
Unique (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1001.77319
Minimum	990.8
Maximum	1010.1
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	990.8
5-th percentile	995.655
Q1	999.9
median	1001.9
Q3	1004.2
95-th percentile	1006.3
Maximum	1010.1
Range	19.3
Interquartile range (IQR)	4.3

Descriptive statistics

Standard deviation	3.367734919
Coefficient of variation (CV)	0.003361773854
Kurtosis	0.465567862
Mean	1001.77319
Median Absolute Deviation (MAD)	2.637149536
Skewness	-0.3645001685
Sum	4760426.2
Variance	11.34163848

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 990.8 992.95 993.35 994.75 995.35 ... 1006.85 1007.95 1009.05 1009.45 1010.1 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1000.1	107	2.3%
1004.5	82	1.7%
1000.5	81	1.7%
1000	75	1.6%
1000.2	75	1.6%
1004.9	75	1.6%
1001.7	73	1.5%
1000.3	69	1.5%
1004	69	1.5%
1001	67	1.4%
Other values (184)	3979	83.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
990.8	3	0.1%
990.9	4	0.1%
991	3	0.1%
991.1	4	0.1%
991.2	5	0.1%

Value	Count	Frequency (%)
1010.1	1	< 0.1%
1010	5	0.1%
1009.9	5	0.1%
1009.8	12	0.3%
1009.7	7	0.1%

X23
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	194
Unique (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1008.850989
Minimum	997.5
Maximum	1017.1
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	997.5
5-th percentile	1002.7
Q1	1006.9
median	1008.9
Q3	1011.4
95-th percentile	1013.5
Maximum	1017.1
Range	19.6
Interquartile range (IQR)	4.5

Descriptive statistics

Standard deviation	3.417632765
Coefficient of variation (CV)	0.003387648723
Kurtosis	0.4170236507
Mean	1008.850989
Median Absolute Deviation (MAD)	2.695183288
Skewness	-0.4063088997
Sum	4794059.9
Variance	11.68021371

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 997.5 999.2 1001.85 1003.25 1005.05 ... 1013.85 1014.95 1016.05 1016.65 1017.1 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1007.3	84	1.8%
1007.1	80	1.7%
1007.2	77	1.6%
1007.5	75	1.6%
1012.1	74	1.6%
1011.4	69	1.5%
1011.5	68	1.4%
1008.6	67	1.4%
1009.5	67	1.4%
1011.9	66	1.4%
Other values (184)	4025	84.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
997.5	3	0.1%
997.6	3	0.1%
997.7	3	0.1%
997.8	3	0.1%
997.9	3	0.1%

Value	Count	Frequency (%)
1017.1	3	0.1%
1017	8	0.2%
1016.9	2	< 0.1%
1016.8	4	0.1%
1016.7	4	0.1%

X24
Real number (ℝ_≥0)

ZEROS

Distinct count	57
Unique (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.9850589226
Minimum	0
Maximum	6
Zeros	1821
Zeros (%)	38.3%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.7
Q3	1.7
95-th percentile	3.1
Maximum	6
Range	6
Interquartile range (IQR)	1.7

Descriptive statistics

Standard deviation	1.09131386
Coefficient of variation (CV)	1.10786658
Kurtosis	0.5101535559
Mean	0.9850589226
Median Absolute Deviation (MAD)	0.9067811072
Skewness	1.024556671
Sum	4681
Variance	1.190965941

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.05 0.55 1.65 2.35 2.75 3.65 4.55 6. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	1821	38.3%
1.1	140	2.9%
1.4	132	2.8%
1.2	131	2.8%
1.3	125	2.6%
0.9	124	2.6%
1.6	117	2.5%
0.6	115	2.4%
1	115	2.4%
0.8	115	2.4%
Other values (47)	1817	38.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1821	38.3%
0.1	66	1.4%
0.2	74	1.6%
0.3	59	1.2%
0.4	93	2.0%

Value	Count	Frequency (%)
6	1	< 0.1%
5.8	1	< 0.1%
5.7	1	< 0.1%
5.6	1	< 0.1%
5.4	2	< 0.1%

X25
Real number (ℝ_≥0)

ZEROS

Distinct count	1690
Unique (%)	35.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	139.5244529
Minimum	0
Maximum	359.9
Zeros	1857
Zeros (%)	39.1%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	134.15
Q3	270.9
95-th percentile	325.5
Maximum	359.9
Range	359.9
Interquartile range (IQR)	270.9

Descriptive statistics

Standard deviation	131.4380356
Coefficient of variation (CV)	0.9420430106
Kurtosis	-1.721018685
Mean	139.5244529
Median Absolute Deviation (MAD)	124.1501104
Skewness	0.1075009468
Sum	663020.2
Variance	17275.95721

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.0000e+00 5.0000e-02 2.2200e+01 9.1050e+01 1.7195e+02 ... 2.2170e+02 2.5525e+02 2.9655e+02 3.0415e+02 3.5990e+02], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	1857	39.1%
292.3	9	0.2%
265.3	8	0.2%
268.5	8	0.2%
291.4	7	0.1%
291.1	7	0.1%
268.6	7	0.1%
283.6	7	0.1%
287.9	7	0.1%
280.1	7	0.1%
Other values (1680)	2828	59.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1857	39.1%
0.1	1	< 0.1%
0.2	1	< 0.1%
0.3	1	< 0.1%
0.4	1	< 0.1%

Value	Count	Frequency (%)
359.9	2	< 0.1%
359.8	3	0.1%
359.5	1	< 0.1%
359.3	1	< 0.1%
359.1	1	< 0.1%

X26
Real number (ℝ_≥0)

ZEROS

Distinct count	62
Unique (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.369886364
Minimum	0
Maximum	6.8
Zeros	782
Zeros (%)	16.5%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.3
median	1.1
Q3	2.1
95-th percentile	3.8
Maximum	6.8
Range	6.8
Interquartile range (IQR)	1.8

Descriptive statistics

Standard deviation	1.240899581
Coefficient of variation (CV)	0.9058412536
Kurtosis	0.298369711
Mean	1.369886364
Median Absolute Deviation (MAD)	1.012883571
Skewness	0.9235146461
Sum	6509.7
Variance	1.53983177

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.05 0.95 1.75 2.45 3.25 4.05 4.75 5.65 6.8 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	782	16.5%
0.6	182	3.8%
0.5	178	3.7%
0.7	168	3.5%
0.1	162	3.4%
0.4	157	3.3%
0.9	153	3.2%
0.8	146	3.1%
0.3	145	3.1%
1.1	139	2.9%
Other values (52)	2540	53.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	782	16.5%
0.1	162	3.4%
0.2	123	2.6%
0.3	145	3.1%
0.4	157	3.3%

Value	Count	Frequency (%)
6.8	1	< 0.1%
6.2	1	< 0.1%
5.9	2	< 0.1%
5.8	1	< 0.1%
5.7	2	< 0.1%

X27
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	183
Unique (%)	3.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1007.554924
Minimum	997.2
Maximum	1015.4
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	997.2
5-th percentile	1001.3
Q1	1005.5
median	1007.7
Q3	1010.2
95-th percentile	1012.4
Maximum	1015.4
Range	18.2
Interquartile range (IQR)	4.7

Descriptive statistics

Standard deviation	3.446474525
Coefficient of variation (CV)	0.00342063191
Kurtosis	0.3575097271
Mean	1007.554924
Median Absolute Deviation (MAD)	2.722549038
Skewness	-0.4087109898
Sum	4787901
Variance	11.87818665

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 997.2 997.55 997.85 1000.25 1001.65 ... 1012.65 1013.95 1014.55 1014.95 1015.4 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1006.8	93	2.0%
1010.4	80	1.7%
1008	78	1.6%
1010.7	78	1.6%
1010.1	71	1.5%
1008.4	71	1.5%
1010.8	70	1.5%
1007.9	69	1.5%
1006.7	69	1.5%
1007.8	68	1.4%
Other values (173)	4005	84.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
997.2	3	0.1%
997.3	3	0.1%
997.4	9	0.2%
997.5	4	0.1%
997.6	14	0.3%

Value	Count	Frequency (%)
1015.4	3	0.1%
1015.3	24	0.5%
1015.2	9	0.2%
1015.1	4	0.1%
1015	9	0.2%

X28
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	215
Unique (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	22.0790404
Minimum	10.3
Maximum	33.2
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	10.3
5-th percentile	15.5
Q1	19
median	21.7
Q3	25.2
95-th percentile	29.3
Maximum	33.2
Range	22.9
Interquartile range (IQR)	6.2

Descriptive statistics

Standard deviation	4.22520308
Coefficient of variation (CV)	0.191367152
Kurtosis	-0.4375171326
Mean	22.0790404
Median Absolute Deviation (MAD)	3.468863721
Skewness	0.09918493158
Sum	104919.6
Variance	17.85234107

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[10.3 13.45 13.95 15.95 17.65 ... 25.45 27.85 28.65 31.25 33.2 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
19.7	92	1.9%
20.7	89	1.9%
20.2	81	1.7%
18.7	70	1.5%
21.7	69	1.5%
18.2	62	1.3%
22.2	62	1.3%
19.5	62	1.3%
21.2	58	1.2%
21.6	56	1.2%
Other values (205)	4051	85.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10.3	2	< 0.1%
10.5	1	< 0.1%
10.6	3	0.1%
10.7	1	< 0.1%
10.8	2	< 0.1%

Value	Count	Frequency (%)
33.2	1	< 0.1%
32.8	3	0.1%
32.7	7	0.1%
32.6	1	< 0.1%
32.5	1	< 0.1%

X29
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	193
Unique (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1000.811932
Minimum	989.7
Maximum	1009
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	989.7
5-th percentile	994.7
Q1	998.9
median	1000.9
Q3	1003.4
95-th percentile	1005.4
Maximum	1009
Range	19.3
Interquartile range (IQR)	4.5

Descriptive statistics

Standard deviation	3.390206327
Coefficient of variation (CV)	0.003387455944
Kurtosis	0.4856754389
Mean	1000.811932
Median Absolute Deviation (MAD)	2.661744098
Skewness	-0.3916813992
Sum	4755858.3
Variance	11.49349894

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 989.7 991.15 993.35 995.15 997.25 ... 1004.55 1005.25 1005.75 1007.15 1009. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
999.1	96	2.0%
999.4	85	1.8%
1003.5	81	1.7%
999	78	1.6%
999.2	77	1.6%
998.9	73	1.5%
1003.3	73	1.5%
1001.7	72	1.5%
999.3	70	1.5%
1001.1	67	1.4%
Other values (183)	3980	83.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
989.7	3	0.1%
989.8	5	0.1%
989.9	3	0.1%
990	2	< 0.1%
990.1	2	< 0.1%

Value	Count	Frequency (%)
1009	5	0.1%
1008.9	8	0.2%
1008.8	3	0.1%
1008.7	7	0.1%
1008.6	9	0.2%

X30
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	771
Unique (%)	16.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	65.65763889
Minimum	17.4
Maximum	97.2
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	17.4
5-th percentile	27.9
Q1	48.075
median	69.4
Q3	85.6
95-th percentile	92.8
Maximum	97.2
Range	79.8
Interquartile range (IQR)	37.525

Descriptive statistics

Standard deviation	21.52569944
Coefficient of variation (CV)	0.3278476016
Kurtosis	-1.034083802
Mean	65.65763889
Median Absolute Deviation (MAD)	18.84185226
Skewness	-0.42062744
Sum	312005.1
Variance	463.3557362

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[17.4 26.95 40.65 56.35 74.75 83.35 94.05 97.2 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
88.5	23	0.5%
85.8	22	0.5%
84.3	21	0.4%
86.8	21	0.4%
87	20	0.4%
86.4	20	0.4%
87.3	20	0.4%
90.7	19	0.4%
86.7	19	0.4%
88.7	19	0.4%
Other values (761)	4548	95.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
17.4	1	< 0.1%
17.5	1	< 0.1%
17.7	2	< 0.1%
17.8	2	< 0.1%
17.9	4	0.1%

Value	Count	Frequency (%)
97.2	1	< 0.1%
97	1	< 0.1%
96.9	4	0.1%
96.8	6	0.1%
96.7	4	0.1%

X31
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	272
Unique (%)	5.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	19.84652778
Minimum	5.3
Maximum	33.1
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	5.3
5-th percentile	10.7
Q1	16
median	19.4
Q3	24.1
95-th percentile	28.8
Maximum	33.1
Range	27.8
Interquartile range (IQR)	8.1

Descriptive statistics

Standard deviation	5.520259137
Coefficient of variation (CV)	0.2781473514
Kurtosis	-0.5199722462
Mean	19.84652778
Median Absolute Deviation (MAD)	4.540891847
Skewness	-0.03951196769
Sum	94310.7
Variance	30.47326094

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 5.3 7.25 11.05 13.25 15.05 ... 20.35 27.55 29.75 31.55 33.1 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
18	55	1.2%
17.7	48	1.0%
17.6	44	0.9%
18.6	43	0.9%
17.3	43	0.9%
17.4	42	0.9%
17.5	42	0.9%
20.1	42	0.9%
19.1	41	0.9%
17.8	40	0.8%
Other values (262)	4312	90.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.3	1	< 0.1%
5.4	2	< 0.1%
5.5	2	< 0.1%
5.6	6	0.1%
5.7	3	0.1%

Value	Count	Frequency (%)
33.1	1	< 0.1%
32.8	3	0.1%
32.7	2	< 0.1%
32.5	4	0.1%
32.4	5	0.1%

X32
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	264
Unique (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	20.01298401
Minimum	5.5
Maximum	32.9
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	5.5
5-th percentile	11.2
Q1	16.3
median	19.6
Q3	24.1
95-th percentile	28.6
Maximum	32.9
Range	27.4
Interquartile range (IQR)	7.8

Descriptive statistics

Standard deviation	5.271629705
Coefficient of variation (CV)	0.2634104791
Kurtosis	-0.5126756444
Mean	20.01298401
Median Absolute Deviation (MAD)	4.339623596
Skewness	-0.004110479529
Sum	95101.7
Variance	27.79007975

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 5.5 7.25 9.75 13.15 14.05 ... 19.75 27.05 28.65 30.75 32.9 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
16.9	64	1.3%
17.5	45	0.9%
17	45	0.9%
19.5	44	0.9%
18.9	44	0.9%
17.8	44	0.9%
17.3	43	0.9%
25.8	43	0.9%
16	42	0.9%
18.6	40	0.8%
Other values (254)	4298	90.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.5	4	0.1%
5.8	3	0.1%
5.9	3	0.1%
6	2	< 0.1%
6.1	2	< 0.1%

Value	Count	Frequency (%)
32.9	1	< 0.1%
32.7	1	< 0.1%
32.6	5	0.1%
32.4	2	< 0.1%
32.3	4	0.1%

X33
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	182
Unique (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1009.074747
Minimum	998.7
Maximum	1016.8
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	998.7
5-th percentile	1002.9
Q1	1007.075
median	1009.2
Q3	1011.7
95-th percentile	1013.9
Maximum	1016.8
Range	18.1
Interquartile range (IQR)	4.625

Descriptive statistics

Standard deviation	3.440669197
Coefficient of variation (CV)	0.003409726788
Kurtosis	0.3077208583
Mean	1009.074747
Median Absolute Deviation (MAD)	2.726429701
Skewness	-0.4222226593
Sum	4795123.2
Variance	11.83820452

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 998.7 999.15 999.35 1001.95 1003.25 ... 1014.15 1015.25 1015.95 1016.35 1016.8 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1008	79	1.7%
1008.4	78	1.6%
1012.2	77	1.6%
1011.6	76	1.6%
1007.5	75	1.6%
1012	74	1.6%
1008.1	72	1.5%
1008.3	69	1.5%
1007.4	69	1.5%
1009.4	69	1.5%
Other values (172)	4014	84.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
998.7	1	< 0.1%
998.8	4	0.1%
998.9	8	0.2%
999	4	0.1%
999.1	5	0.1%

Value	Count	Frequency (%)
1016.8	3	0.1%
1016.7	20	0.4%
1016.6	12	0.3%
1016.5	4	0.1%
1016.4	9	0.2%

X34
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	1657
Unique (%)	34.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	11.56756313
Minimum	0
Maximum	32.24
Zeros	1144
Zeros (%)	24.1%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.03
median	8.21
Q3	22.5625
95-th percentile	29.65
Maximum	32.24
Range	32.24
Interquartile range (IQR)	22.5325

Descriptive statistics

Standard deviation	11.38672721
Coefficient of variation (CV)	0.9843669823
Kurtosis	-1.399890175
Mean	11.56756313
Median Absolute Deviation (MAD)	10.30542389
Skewness	0.4202338592
Sum	54969.06
Variance	129.6575566

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.0000e+00 5.0000e-03 6.5000e-02 2.7500e-01 1.0150e+00 ... 3.1815e+01 3.1925e+01 3.1940e+01 3.2235e+01 3.2240e+01], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	1144	24.1%
11.38	39	0.8%
4.12	34	0.7%
27.69	30	0.6%
28.92	29	0.6%
29.54	29	0.6%
24.2	29	0.6%
22.35	29	0.6%
29.61	29	0.6%
32.24	28	0.6%
Other values (1647)	3332	70.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1144	24.1%
0.01	27	0.6%
0.02	14	0.3%
0.03	21	0.4%
0.04	11	0.2%

Value	Count	Frequency (%)
32.24	28	0.6%
32.23	1	< 0.1%
32.2	1	< 0.1%
32.16	1	< 0.1%
32.11	1	< 0.1%

X35
Real number (ℝ_≥0)

ZEROS

Distinct count	2234
Unique (%)	47.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	208.4005051
Minimum	0
Maximum	359.9
Zeros	243
Zeros (%)	5.1%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	155.3
median	240.85
Q3	277.8
95-th percentile	334.935
Maximum	359.9
Range	359.9
Interquartile range (IQR)	122.5

Descriptive statistics

Standard deviation	99.58056246
Coefficient of variation (CV)	0.477832635
Kurtosis	-0.413356053
Mean	208.4005051
Median Absolute Deviation (MAD)	81.25493615
Skewness	-0.7833768942
Sum	990319.2
Variance	9916.288419

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.0000e+00 1.0000e-01 4.3850e+01 7.0550e+01 1.1885e+02 ... 2.4015e+02 2.6665e+02 3.1110e+02 3.4235e+02 3.5990e+02], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	243	5.1%
260.9	11	0.2%
251.6	9	0.2%
260.8	8	0.2%
252.3	8	0.2%
257.5	8	0.2%
247.7	8	0.2%
251.5	8	0.2%
240.8	8	0.2%
259.2	7	0.1%
Other values (2224)	4434	93.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	243	5.1%
0.2	2	< 0.1%
0.6	1	< 0.1%
0.8	1	< 0.1%
0.9	1	< 0.1%

Value	Count	Frequency (%)
359.9	1	< 0.1%
359.8	1	< 0.1%
359.4	1	< 0.1%
359.3	1	< 0.1%
359.1	2	< 0.1%

X36
Real number (ℝ_≥0)

ZEROS
HIGH CORRELATION

Distinct count	141
Unique (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.53381734
Minimum	0
Maximum	33.6
Zeros	4305
Zeros (%)	90.6%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	13.645
Maximum	33.6
Range	33.6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.578607159
Coefficient of variation (CV)	3.637073994
Kurtosis	18.38088225
Mean	1.53381734
Median Absolute Deviation (MAD)	2.782809613
Skewness	4.204782993
Sum	7288.7
Variance	31.12085783

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.05 12.75 12.85 13.15 ... 26.65 28.75 29.05 33.55 33.6 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	4305	90.6%
15.1	89	1.9%
33.6	63	1.3%
13.2	62	1.3%
12.8	19	0.4%
15	11	0.2%
28.8	11	0.2%
4.9	8	0.2%
14.9	8	0.2%
9.3	3	0.1%
Other values (131)	173	3.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4305	90.6%
0.1	2	< 0.1%
0.3	1	< 0.1%
0.5	1	< 0.1%
0.6	1	< 0.1%

Value	Count	Frequency (%)
33.6	63	1.3%
33.5	2	< 0.1%
33.4	1	< 0.1%
33.2	1	< 0.1%
32.9	1	< 0.1%

X37
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	771
Unique (%)	16.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	65.91877104
Minimum	17.5
Maximum	97.8
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	17.5
5-th percentile	32.2
Q1	51.5
median	67.3
Q3	81.9
95-th percentile	94.6
Maximum	97.8
Range	80.3
Interquartile range (IQR)	30.4

Descriptive statistics

Standard deviation	19.52717327
Coefficient of variation (CV)	0.2962308453
Kurtosis	-0.7855188871
Mean	65.91877104
Median Absolute Deviation (MAD)	16.52644061
Skewness	-0.3194520838
Sum	313246
Variance	381.3104958

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[17.5 31.75 47.25 54.25 74.85 ... 96.45 96.55 96.65 97.6 97.8 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
96.5	55	1.2%
96.6	21	0.4%
60.2	20	0.4%
81.7	17	0.4%
78.6	16	0.3%
80.2	16	0.3%
52.9	15	0.3%
88.7	15	0.3%
81.6	15	0.3%
75.1	15	0.3%
Other values (761)	4547	95.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
17.5	1	< 0.1%
17.8	1	< 0.1%
17.9	1	< 0.1%
18	1	< 0.1%
18.2	1	< 0.1%

Value	Count	Frequency (%)
97.8	9	0.2%
97.7	14	0.3%
97.5	2	< 0.1%
97.4	7	0.1%
97.3	4	0.1%

X38
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	756
Unique (%)	15.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	58.1787037
Minimum	17.9
Maximum	94.8
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	17.9
5-th percentile	25.855
Q1	44.6
median	59.1
Q3	72.7
95-th percentile	86.2
Maximum	94.8
Range	76.9
Interquartile range (IQR)	28.1

Descriptive statistics

Standard deviation	18.36828532
Coefficient of variation (CV)	0.3157218045
Kurtosis	-0.7992046588
Mean	58.1787037
Median Absolute Deviation (MAD)	15.27530786
Skewness	-0.1737073481
Sum	276465.2
Variance	337.3939055

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[17.9 29.65 46.65 79.25 86.25 94.8 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
75.9	18	0.4%
59.5	17	0.4%
48.5	16	0.3%
65	16	0.3%
64.1	16	0.3%
55.1	16	0.3%
58.2	15	0.3%
57.3	15	0.3%
79.2	15	0.3%
59.1	15	0.3%
Other values (746)	4593	96.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
17.9	2	< 0.1%
18	3	0.1%
18.1	1	< 0.1%
18.2	1	< 0.1%
18.3	1	< 0.1%

Value	Count	Frequency (%)
94.8	1	< 0.1%
94.7	5	0.1%
94.6	3	0.1%
94.5	1	< 0.1%
94.4	2	< 0.1%

X39
Real number (ℝ_≥0)

ZEROS

Distinct count	56
Unique (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.083122896
Minimum	0
Maximum	28
Zeros	4330
Zeros (%)	91.1%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	11.5
Maximum	28
Range	28
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.617366449
Coefficient of variation (CV)	4.263012505
Kurtosis	21.0155723
Mean	1.083122896
Median Absolute Deviation (MAD)	2.004058808
Skewness	4.60454353
Sum	5147
Variance	21.32007292

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.25 0.75 1.75 10.25 14.75 15.25 27.25 27.75 28. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	4330	91.1%
0.5	121	2.5%
15	71	1.5%
28	57	1.2%
27.5	19	0.4%
1	14	0.3%
14.5	13	0.3%
1.5	9	0.2%
13.5	8	0.2%
13	7	0.1%
Other values (46)	103	2.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4330	91.1%
0.5	121	2.5%
1	14	0.3%
1.5	9	0.2%
2	1	< 0.1%

Value	Count	Frequency (%)
28	57	1.2%
27.5	19	0.4%
27	2	< 0.1%
26.5	2	< 0.1%
26	2	< 0.1%

Y00
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	43
Unique (%)	0.9%
Missing	432
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	21.32418981
Minimum	11.5
Maximum	32
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	11.5
5-th percentile	14.5
Q1	18
median	21
Q3	24.5
95-th percentile	29
Maximum	32
Range	20.5
Interquartile range (IQR)	6.5

Descriptive statistics

Standard deviation	4.309450573
Coefficient of variation (CV)	0.2020921128
Kurtosis	-0.5458465519
Mean	21.32418981
Median Absolute Deviation (MAD)	3.574098615
Skewness	0.1330526332
Sum	92120.5
Variance	18.57136424

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
19.5	226	4.8%
18	213	4.5%
19	201	4.2%
18.5	199	4.2%
20	192	4.0%
23	183	3.9%
17.5	177	3.7%
23.5	167	3.5%
24	166	3.5%
21.5	161	3.4%
Other values (32)	2435	51.2%
(Missing)	432	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11.5	39	0.8%
12	29	0.6%
12.5	17	0.4%
13	17	0.4%
13.5	30	0.6%

Value	Count	Frequency (%)
32	7	0.1%
31.5	16	0.3%
31	37	0.8%
30.5	23	0.5%
30	45	0.9%

Y01
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	69
Unique (%)	1.5%
Missing	432
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	23.66458333
Minimum	7
Maximum	40.5
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	7
5-th percentile	13
Q1	17.5
median	22
Q3	30
95-th percentile	37
Maximum	40.5
Range	33.5
Interquartile range (IQR)	12.5

Descriptive statistics

Standard deviation	7.566613664
Coefficient of variation (CV)	0.3197442168
Kurtosis	-0.9087103707
Mean	23.66458333
Median Absolute Deviation (MAD)	6.494904514
Skewness	0.2962539402
Sum	102231
Variance	57.25364234

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
19.5	172	3.6%
19	158	3.3%
18	146	3.1%
20	140	2.9%
17.5	138	2.9%
16.5	133	2.8%
18.5	126	2.7%
20.5	122	2.6%
17	115	2.4%
16	109	2.3%
Other values (58)	2961	62.3%
(Missing)	432	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	2	< 0.1%
7.5	13	0.3%
8	5	0.1%
8.5	5	0.1%
9	5	0.1%

Value	Count	Frequency (%)
40.5	2	< 0.1%
40	7	0.1%
39.5	19	0.4%
39	26	0.5%
38.5	38	0.8%

Y02
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	67
Unique (%)	1.4%
Missing	432
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	23.62361111
Minimum	7
Maximum	39.5
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	7
5-th percentile	13
Q1	17.5
median	22
Q3	29.5
95-th percentile	36.5
Maximum	39.5
Range	32.5
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	7.423344336
Coefficient of variation (CV)	0.3142341068
Kurtosis	-0.9090322013
Mean	23.62361111
Median Absolute Deviation (MAD)	6.369953061
Skewness	0.2418413202
Sum	102054
Variance	55.10604114

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
17.5	161	3.4%
19.5	156	3.3%
19	145	3.1%
16.5	144	3.0%
20	137	2.9%
17	133	2.8%
20.5	130	2.7%
16	119	2.5%
21	117	2.5%
18	112	2.4%
Other values (56)	2966	62.4%
(Missing)	432	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	3	0.1%
7.5	10	0.2%
8	8	0.2%
8.5	5	0.1%
9	7	0.1%

Value	Count	Frequency (%)
39.5	5	0.1%
39	24	0.5%
38.5	37	0.8%
38	45	0.9%
37.5	46	1.0%

Y03
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	34
Unique (%)	0.7%
Missing	432
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	24.49895833
Minimum	16
Maximum	32
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	16
5-th percentile	19
Q1	22
median	24.5
Q3	27
95-th percentile	30.5
Maximum	32
Range	16
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.343436906
Coefficient of variation (CV)	0.1364726149
Kurtosis	-0.604397009
Mean	24.49895833
Median Absolute Deviation (MAD)	2.786464603
Skewness	0.1016766859
Sum	105835.5
Variance	11.17857034

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
22.5	282	5.9%
23	264	5.6%
26.5	256	5.4%
26	244	5.1%
23.5	240	5.1%
22	239	5.0%
21.5	211	4.4%
27.5	201	4.2%
27	185	3.9%
24.5	184	3.9%
Other values (23)	2014	42.4%
(Missing)	432	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
16	11	0.2%
16.5	9	0.2%
17	10	0.2%
17.5	31	0.7%
18	47	1.0%

Value	Count	Frequency (%)
32	33	0.7%
31.5	46	1.0%
31	73	1.5%
30.5	83	1.7%
30	74	1.6%

Y04
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	37
Unique (%)	0.8%
Missing	432
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	24.51030093
Minimum	15.5
Maximum	33
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	15.5
5-th percentile	19.5
Q1	22
median	24.5
Q3	27
95-th percentile	30.5
Maximum	33
Range	17.5
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.437558364
Coefficient of variation (CV)	0.1402495373
Kurtosis	-0.5757145943
Mean	24.51030093
Median Absolute Deviation (MAD)	2.837934885
Skewness	0.0989713716
Sum	105884.5
Variance	11.8168075

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
23.5	240	5.1%
21.5	226	4.8%
23	226	4.8%
24	218	4.6%
25	215	4.5%
26.5	214	4.5%
24.5	209	4.4%
26	207	4.4%
22.5	200	4.2%
25.5	194	4.1%
Other values (26)	2171	45.7%
(Missing)	432	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
15.5	2	< 0.1%
16	17	0.4%
16.5	8	0.2%
17	15	0.3%
17.5	49	1.0%

Value	Count	Frequency (%)
33	1	< 0.1%
32.5	29	0.6%
32	35	0.7%
31.5	42	0.9%
31	67	1.4%

Y05
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	90
Unique (%)	1.9%
Missing	432
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	24.16585648
Minimum	7.5
Maximum	53
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	7.5
5-th percentile	13
Q1	17.5
median	22
Q3	30
95-th percentile	42
Maximum	53
Range	45.5
Interquartile range (IQR)	12.5

Descriptive statistics

Standard deviation	8.58921304
Coefficient of variation (CV)	0.3554276277
Kurtosis	0.2040546725
Mean	24.16585648
Median Absolute Deviation (MAD)	6.987887142
Skewness	0.7663237478
Sum	104396.5
Variance	73.77458065

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
19	152	3.2%
17.5	151	3.2%
16.5	142	3.0%
17	139	2.9%
21	138	2.9%
18	131	2.8%
20.5	128	2.7%
16	121	2.5%
15.5	117	2.5%
19.5	111	2.3%
Other values (79)	2990	62.9%
(Missing)	432	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7.5	5	0.1%
8	13	0.3%
8.5	8	0.2%
9	8	0.2%
9.5	21	0.4%

Value	Count	Frequency (%)
53	1	< 0.1%
51.5	1	< 0.1%
50.5	4	0.1%
50	6	0.1%
49.5	4	0.1%

Y06
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	77
Unique (%)	1.6%
Missing	432
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	22.5306713
Minimum	6.5
Maximum	45
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	6.5
5-th percentile	11.5
Q1	16.5
median	21
Q3	28.5
95-th percentile	35.5
Maximum	45
Range	38.5
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	7.468691867
Coefficient of variation (CV)	0.331489984
Kurtosis	-0.7595969928
Mean	22.5306713
Median Absolute Deviation (MAD)	6.378576175
Skewness	0.3236898614
Sum	97332.5
Variance	55.7813582

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
18	162	3.4%
17.5	148	3.1%
14.5	147	3.1%
18.5	136	2.9%
16.5	136	2.9%
19	136	2.9%
15.5	136	2.9%
15	132	2.8%
19.5	123	2.6%
20	117	2.5%
Other values (66)	2947	62.0%
(Missing)	432	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.5	1	< 0.1%
7	18	0.4%
7.5	9	0.2%
8	5	0.1%
8.5	14	0.3%

Value	Count	Frequency (%)
45	1	< 0.1%
44.5	1	< 0.1%
44	1	< 0.1%
43.5	1	< 0.1%
42.5	1	< 0.1%

Y07
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	90
Unique (%)	1.9%
Missing	432
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	23.78657407
Minimum	7.5
Maximum	52
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	7.5
5-th percentile	12.5
Q1	17
median	21.5
Q3	29.5
95-th percentile	42.5
Maximum	52
Range	44.5
Interquartile range (IQR)	12.5

Descriptive statistics

Standard deviation	8.732548453
Coefficient of variation (CV)	0.3671208988
Kurtosis	0.148769174
Mean	23.78657407
Median Absolute Deviation (MAD)	7.124258831
Skewness	0.8046535819
Sum	102758
Variance	76.25740248

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
15	163	3.4%
17	156	3.3%
18	143	3.0%
16	142	3.0%
20.5	136	2.9%
20	134	2.8%
19	132	2.8%
15.5	132	2.8%
19.5	129	2.7%
18.5	127	2.7%
Other values (79)	2926	61.6%
(Missing)	432	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7.5	8	0.2%
8	12	0.3%
8.5	8	0.2%
9	4	0.1%
9.5	23	0.5%

Value	Count	Frequency (%)
52	4	0.1%
51.5	4	0.1%
51	2	< 0.1%
50.5	1	< 0.1%
50	1	< 0.1%

Y08
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	96
Unique (%)	2.0%
Missing	432
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	24.01689815
Minimum	7
Maximum	54.5
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	7
5-th percentile	12
Q1	17
median	21
Q3	29
95-th percentile	45
Maximum	54.5
Range	47.5
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	9.832279135
Coefficient of variation (CV)	0.4093900501
Kurtosis	0.2076667168
Mean	24.01689815
Median Absolute Deviation (MAD)	7.811879072
Skewness	0.9612233051
Sum	103753
Variance	96.673713

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
20.5	155	3.3%
16.5	151	3.2%
19	151	3.2%
17	144	3.0%
20	142	3.0%
15.5	142	3.0%
15	133	2.8%
18.5	132	2.8%
16	125	2.6%
19.5	124	2.6%
Other values (85)	2921	61.5%
(Missing)	432	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	15	0.3%
7.5	11	0.2%
8	4	0.1%
8.5	14	0.3%
9	27	0.6%

Value	Count	Frequency (%)
54.5	1	< 0.1%
54	2	< 0.1%
53.5	6	0.1%
53	4	0.1%
52.5	2	< 0.1%

Y09
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	79
Unique (%)	1.7%
Missing	432
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	22.22280093
Minimum	3.5
Maximum	42
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	3.5
5-th percentile	9
Q1	15.5
median	20
Q3	30.5
95-th percentile	38
Maximum	42
Range	38.5
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	9.112298848
Coefficient of variation (CV)	0.41004277
Kurtosis	-0.9762586137
Mean	22.22280093
Median Absolute Deviation (MAD)	7.866562178
Skewness	0.3314659705
Sum	96002.5
Variance	83.0339903

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
13	158	3.3%
16	156	3.3%
16.5	142	3.0%
17.5	133	2.8%
15.5	132	2.8%
17	129	2.7%
19.5	115	2.4%
13.5	105	2.2%
20	100	2.1%
19	100	2.1%
Other values (68)	3050	64.2%
(Missing)	432	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3.5	1	< 0.1%
4	8	0.2%
4.5	19	0.4%
5	3	0.1%
5.5	14	0.3%

Value	Count	Frequency (%)
42	4	0.1%
41.5	13	0.3%
41	16	0.3%
40.5	22	0.5%
40	42	0.9%

Y10
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	92
Unique (%)	1.9%
Missing	432
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	23.73726852
Minimum	4
Maximum	49
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	4
5-th percentile	9.5
Q1	15.5
median	20.5
Q3	32.5
95-th percentile	43.5
Maximum	49
Range	45
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	10.5990002
Coefficient of variation (CV)	0.4465130515
Kurtosis	-0.782781545
Mean	23.73726852
Median Absolute Deviation (MAD)	9.056678134
Skewness	0.515933009
Sum	102545
Variance	112.3388052

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
16	154	3.2%
16.5	137	2.9%
15.5	131	2.8%
17	118	2.5%
19.5	112	2.4%
20	110	2.3%
13	106	2.2%
15	103	2.2%
13.5	101	2.1%
17.5	101	2.1%
Other values (81)	3147	66.2%
(Missing)	432	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	3	0.1%
4.5	16	0.3%
5	8	0.2%
5.5	8	0.2%
6	18	0.4%

Value	Count	Frequency (%)
49	2	< 0.1%
48.5	9	0.2%
48	10	0.2%
47.5	11	0.2%
47	12	0.3%

Y11
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	102
Unique (%)	2.1%
Missing	432
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	24.64965278
Minimum	3
Maximum	53
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	3
5-th percentile	9
Q1	15
median	21
Q3	34.5
95-th percentile	47.5
Maximum	53
Range	50
Interquartile range (IQR)	19.5

Descriptive statistics

Standard deviation	12.21487029
Coefficient of variation (CV)	0.4955392434
Kurtosis	-0.8523554026
Mean	24.64965278
Median Absolute Deviation (MAD)	10.45908243
Skewness	0.5262501298
Sum	106486.5
Variance	149.2030561

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
17	139	2.9%
13	129	2.7%
16	119	2.5%
15	114	2.4%
16.5	104	2.2%
17.5	103	2.2%
18	102	2.1%
12.5	90	1.9%
14.5	87	1.8%
13.5	85	1.8%
Other values (91)	3248	68.4%
(Missing)	432	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	5	0.1%
3.5	12	0.3%
4	8	0.2%
4.5	8	0.2%
5	25	0.5%

Value	Count	Frequency (%)
53	3	0.1%
52.5	6	0.1%
52	10	0.2%
51.5	8	0.2%
51	13	0.3%

Y12
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	77
Unique (%)	1.6%
Missing	432
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	23.64189815
Minimum	6
Maximum	43.5
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	6
5-th percentile	12
Q1	17
median	22
Q3	30.5
95-th percentile	38
Maximum	43.5
Range	37.5
Interquartile range (IQR)	13.5

Descriptive statistics

Standard deviation	8.400080988
Coefficient of variation (CV)	0.3553048463
Kurtosis	-0.8878609271
Mean	23.64189815
Median Absolute Deviation (MAD)	7.235874057
Skewness	0.2887617687
Sum	102133
Variance	70.5613606

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
17.5	154	3.2%
16.5	142	3.0%
17	136	2.9%
18	128	2.7%
14	122	2.6%
20	115	2.4%
14.5	114	2.4%
18.5	109	2.3%
20.5	105	2.2%
31	105	2.2%
Other values (66)	3090	65.0%
(Missing)	432	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	16	0.3%
6.5	6	0.1%
7	5	0.1%
7.5	5	0.1%
8	19	0.4%

Value	Count	Frequency (%)
43.5	3	0.1%
43	10	0.2%
42.5	10	0.2%
42	15	0.3%
41.5	21	0.4%

Y13
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	63
Unique (%)	1.3%
Missing	432
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	20.92615741
Minimum	7.5
Maximum	38
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	7.5
5-th percentile	12
Q1	16.5
median	19.5
Q3	25
95-th percentile	32.5
Maximum	38
Range	30.5
Interquartile range (IQR)	8.5

Descriptive statistics

Standard deviation	6.106031244
Coefficient of variation (CV)	0.2917894158
Kurtosis	-0.2524031428
Mean	20.92615741
Median Absolute Deviation (MAD)	4.98578543
Skewness	0.5533942799
Sum	90401
Variance	37.28361755

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
16.5	215	4.5%
18.5	209	4.4%
18	180	3.8%
19	176	3.7%
15.5	169	3.6%
16	164	3.5%
17	157	3.3%
17.5	148	3.1%
19.5	148	3.1%
20	144	3.0%
Other values (52)	2610	54.9%
(Missing)	432	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7.5	8	0.2%
8	12	0.3%
8.5	10	0.2%
9	6	0.1%
9.5	8	0.2%

Value	Count	Frequency (%)
38	3	0.1%
37.5	6	0.1%
37	20	0.4%
36.5	18	0.4%
36	16	0.3%

Y14
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	72
Unique (%)	1.5%
Missing	432
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	21.31944444
Minimum	7.5
Maximum	42.5
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	7.5
5-th percentile	12
Q1	16.5
median	19.5
Q3	25
95-th percentile	36
Maximum	42.5
Range	35
Interquartile range (IQR)	8.5

Descriptive statistics

Standard deviation	7.066149043
Coefficient of variation (CV)	0.3314415186
Kurtosis	0.2086552936
Mean	21.31944444
Median Absolute Deviation (MAD)	5.610178755
Skewness	0.8845570091
Sum	92100
Variance	49.9304623

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
16.5	255	5.4%
18.5	195	4.1%
19	189	4.0%
16	183	3.9%
18	181	3.8%
15.5	163	3.4%
17.5	155	3.3%
19.5	150	3.2%
17	144	3.0%
20	134	2.8%
Other values (61)	2571	54.1%
(Missing)	432	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7.5	4	0.1%
8	14	0.3%
8.5	16	0.3%
9	4	0.1%
9.5	14	0.3%

Value	Count	Frequency (%)
42.5	1	< 0.1%
42	5	0.1%
41.5	9	0.2%
41	14	0.3%
40.5	14	0.3%

Y15
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	69
Unique (%)	1.5%
Missing	432
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	21.56446759
Minimum	7
Maximum	40.5
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	7
5-th percentile	12
Q1	16.5
median	20
Q3	27
95-th percentile	33.5
Maximum	40.5
Range	33.5
Interquartile range (IQR)	10.5

Descriptive statistics

Standard deviation	6.810083636
Coefficient of variation (CV)	0.3158011486
Kurtosis	-0.5466310378
Mean	21.56446759
Median Absolute Deviation (MAD)	5.714832658
Skewness	0.4547238225
Sum	93158.5
Variance	46.37723912

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
17.5	204	4.3%
16.5	192	4.0%
17	161	3.4%
16	160	3.4%
18.5	157	3.3%
18	148	3.1%
15.5	147	3.1%
19	129	2.7%
19.5	127	2.7%
20	125	2.6%
Other values (58)	2770	58.3%
(Missing)	432	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	9	0.2%
7.5	9	0.2%
8	14	0.3%
8.5	7	0.1%
9	16	0.3%

Value	Count	Frequency (%)
40.5	1	< 0.1%
40	3	0.1%
39.5	7	0.1%
39	8	0.2%
38.5	15	0.3%

Y16
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	73
Unique (%)	1.5%
Missing	432
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	22.96909722
Minimum	6
Maximum	41.5
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	6
5-th percentile	11.5
Q1	16.5
median	21.5
Q3	30
95-th percentile	36.5
Maximum	41.5
Range	35.5
Interquartile range (IQR)	13.5

Descriptive statistics

Standard deviation	8.054271868
Coefficient of variation (CV)	0.3506568756
Kurtosis	-0.9759659373
Mean	22.96909722
Median Absolute Deviation (MAD)	6.955090985
Skewness	0.2253310745
Sum	99226.5
Variance	64.87129532

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
16	135	2.8%
14.5	130	2.7%
16.5	127	2.7%
15.5	127	2.7%
17	126	2.7%
17.5	120	2.5%
15	114	2.4%
18	114	2.4%
19.5	113	2.4%
18.5	112	2.4%
Other values (62)	3102	65.3%
(Missing)	432	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	14	0.3%
6.5	10	0.2%
7	8	0.2%
7.5	12	0.3%
8	26	0.5%

Value	Count	Frequency (%)
41.5	1	< 0.1%
41	3	0.1%
40.5	9	0.2%
40	7	0.1%
39.5	18	0.4%

Y17
Real number (ℝ_≥0)

MISSING
HIGH CORRELATION

Distinct count	75
Unique (%)	1.6%
Missing	432
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	23.3818287
Minimum	7
Maximum	43.5
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	7
5-th percentile	11.5
Q1	16
median	20
Q3	32
95-th percentile	40
Maximum	43.5
Range	36.5
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	9.275171611
Coefficient of variation (CV)	0.3966828997
Kurtosis	-1.005089296
Mean	23.3818287
Median Absolute Deviation (MAD)	8.083872117
Skewness	0.5385643471
Sum	101009.5
Variance	86.02880842

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
16.5	187	3.9%
16	186	3.9%
17.5	185	3.9%
18	165	3.5%
17	159	3.3%
15.5	136	2.9%
19.5	127	2.7%
15	127	2.7%
14.5	115	2.4%
20	114	2.4%
Other values (64)	2819	59.3%
(Missing)	432	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	7	0.1%
7.5	14	0.3%
8	13	0.3%
8.5	8	0.2%
9	28	0.6%

Value	Count	Frequency (%)
43.5	4	0.1%
43	6	0.1%
42.5	15	0.3%
42	26	0.5%
41.5	36	0.8%

Y18
Real number (ℝ_≥0)

MISSING

Distinct count	48
Unique (%)	1.0%
Missing	4320
Missing (%)	90.9%
Infinite	0
Infinite (%)	0.0%

Mean	26.6875
Minimum	18.5
Maximum	41.5
Zeros	0
Zeros (%)	0.0%
Memory size	234.2 KiB

Toggle details

Quantile statistics

Minimum	18.5
5-th percentile	19.5
Q1	21
median	25
Q3	31.5
95-th percentile	38.725
Maximum	41.5
Range	23
Interquartile range (IQR)	10.5

Descriptive statistics

Standard deviation	6.286621249
Coefficient of variation (CV)	0.2355642623
Kurtosis	-0.7832125606
Mean	26.6875
Median Absolute Deviation (MAD)	5.441261574
Skewness	0.6426146174
Sum	11529
Variance	39.52160673

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
20.5	42	0.9%
21	30	0.6%
22	22	0.5%
31.5	20	0.4%
21.5	18	0.4%
23	16	0.3%
19	16	0.3%
20	14	0.3%
19.5	13	0.3%
25.5	12	0.3%
Other values (37)	229	4.8%
(Missing)	4320	90.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
18.5	2	< 0.1%
19	16	0.3%
19.5	13	0.3%
20	14	0.3%
20.5	42	0.9%

Value	Count	Frequency (%)
41.5	1	< 0.1%
41	4	0.1%
40.5	2	< 0.1%
40	6	0.1%
39.5	2	< 0.1%

First rows

	X00	X01	X02	X03	X04	X05	X06	X07	X08	X09	X10	X11	X12	X13	X14	X15	X16	X17	X18	X19	X20	X21	X22	X23	X24	X25	X26	X27	X28	X29	X30	X31	X32	X33	X34	X35	X36	X37	X38	X39	Y00	Y01	Y02	Y03	Y04	Y05	Y06	Y07	Y08	Y09	Y10	Y11	Y12	Y13	Y14	Y15	Y16	Y17	Y18
id
0	9.7	988.8	1.2	0.6	0.0	1009.3	989.6	12.2	1009.9	1009.8	0.0	0.0	82.4	71.3	0.0	101.1	0.0	56.1	0.3	0.0	91.0	0.0	1002.5	1009.8	1.1	2.3	0.5	1008.7	12.3	1001.6	69.1	8.2	10.7	1010.1	0.0	256.4	0.0	77.2	62.6	0.0	12.5	11.5	11.0	20.0	20.0	10.5	10.0	10.5	10.0	7.0	7.5	7.0	9.0	10.0	9.5	9.0	8.0	9.0	NaN
1	9.3	988.9	1.7	1.9	0.0	1009.3	989.6	12.1	1010.0	1009.9	0.0	0.0	81.2	121.8	0.0	165.3	0.0	0.0	0.4	0.0	91.9	0.0	1002.5	1009.9	0.0	0.0	0.0	1008.7	12.1	1001.7	70.3	8.3	10.3	1010.1	0.0	215.4	0.0	77.3	63.5	0.0	12.5	11.0	11.0	20.0	20.0	10.0	9.5	10.0	9.5	6.5	7.5	7.0	8.5	10.0	9.5	9.0	7.5	9.0	NaN
2	9.4	989.0	1.1	2.3	0.0	1009.2	989.7	12.1	1010.1	1010.1	0.0	0.0	86.1	232.0	0.0	144.0	0.0	0.0	0.6	0.0	93.3	0.0	1002.4	1009.8	0.0	0.0	0.0	1008.6	12.1	1001.6	71.5	8.0	9.7	1010.0	0.0	235.2	0.0	77.3	63.9	0.0	12.0	11.0	11.0	19.5	19.5	10.0	9.0	10.0	9.0	6.5	7.5	6.5	8.0	9.5	9.5	8.5	7.5	8.5	NaN
3	9.4	988.9	1.5	0.7	0.0	1009.2	989.6	12.0	1010.0	1010.0	0.0	0.0	87.7	0.0	0.0	115.9	0.0	294.1	0.1	0.0	93.4	0.0	1002.4	1009.7	0.0	0.0	0.2	1008.7	12.1	1001.5	73.2	7.7	9.4	1010.1	0.0	214.0	0.0	77.5	64.5	0.0	12.0	11.0	11.0	19.5	19.5	9.5	9.0	9.5	9.0	6.0	7.0	6.0	8.0	9.5	9.0	8.5	7.5	8.5	NaN
4	9.2	988.9	0.8	1.7	0.0	1009.2	989.7	12.0	1010.1	1010.0	0.0	0.0	88.9	0.0	0.0	124.7	0.0	0.0	0.0	0.0	94.1	0.0	1002.4	1009.7	0.0	0.0	0.0	1008.7	12.0	1001.5	74.3	7.4	9.4	1010.1	0.0	174.9	0.0	78.0	65.0	0.0	12.0	10.5	10.5	19.0	19.5	9.5	8.5	9.5	8.5	6.0	7.0	6.0	7.5	9.5	9.0	8.5	7.5	8.5	NaN
5	9.1	988.9	1.3	0.7	0.0	1009.1	989.6	12.0	1010.0	1010.0	0.0	0.0	90.7	222.0	0.0	174.2	0.0	0.0	0.2	0.0	94.6	0.0	1002.3	1009.7	0.0	0.0	0.0	1008.7	12.0	1001.5	75.7	7.3	9.1	1010.1	0.0	243.1	0.0	78.7	65.1	0.0	12.0	10.5	10.5	19.0	19.0	9.5	8.5	9.5	8.5	6.0	7.0	6.0	7.5	9.0	9.0	8.5	7.0	8.5	NaN
6	9.1	988.8	2.4	1.9	0.0	1009.1	989.6	12.0	1010.1	1010.0	0.0	0.0	90.2	257.8	0.0	168.9	0.0	0.0	0.3	0.0	94.9	0.0	1002.3	1009.6	0.0	0.0	0.0	1008.7	11.8	1001.4	79.0	7.1	8.6	1010.1	0.0	195.8	0.0	78.6	65.5	0.0	12.0	10.0	10.0	19.0	19.0	9.0	8.0	9.0	8.5	5.5	6.5	5.5	7.5	9.0	8.5	8.0	7.0	8.0	NaN
7	8.9	988.9	1.0	1.2	0.0	1009.2	989.7	11.9	1010.1	1010.1	0.0	0.0	91.9	226.4	0.0	112.8	0.0	0.0	0.4	0.0	95.0	0.0	1002.4	1009.7	0.0	0.0	0.0	1008.7	11.8	1001.5	78.2	7.1	8.8	1010.1	0.0	262.7	0.0	78.6	65.7	0.0	12.0	10.0	10.0	19.0	19.0	9.0	8.0	9.0	8.5	5.5	6.0	5.5	7.5	9.0	8.5	8.0	7.0	8.0	NaN
8	9.0	988.9	1.5	0.1	0.0	1009.2	989.6	11.9	1010.0	1010.1	0.0	0.0	92.2	215.0	0.0	157.4	0.0	0.0	0.6	0.0	95.5	0.0	1002.4	1009.7	0.0	0.0	0.0	1008.7	11.6	1001.5	77.5	7.0	8.8	1010.1	0.0	236.1	0.0	78.8	66.5	0.0	12.0	10.0	10.0	19.0	19.0	9.0	8.0	9.0	8.0	5.0	6.0	5.0	7.0	9.0	8.5	8.0	7.0	8.0	NaN
9	8.8	988.9	1.4	0.4	0.0	1009.4	989.6	11.8	1010.1	1010.1	0.0	0.0	92.7	214.4	0.0	134.0	0.0	0.0	0.6	0.0	95.6	0.0	1002.5	1009.7	0.0	0.0	0.0	1008.6	11.5	1001.5	79.3	7.1	8.5	1010.0	0.0	230.9	0.0	78.8	67.6	0.0	12.0	10.0	9.5	18.5	18.5	9.0	8.0	9.0	8.0	4.5	5.5	5.0	7.0	8.5	8.5	8.0	7.0	8.0	NaN

Last rows

	X00	X01	X02	X03	X04	X05	X06	X07	X08	X09	X10	X11	X12	X13	X14	X15	X16	X17	X18	X19	X20	X21	X22	X23	X24	X25	X26	X27	X28	X29	X30	X31	X32	X33	X34	X35	X36	X37	X38	X39	Y00	Y01	Y02	Y03	Y04	Y05	Y06	Y07	Y08	Y09	Y10	Y11	Y12	Y13	Y14	Y15	Y16	Y17	Y18
id
4742	20.9	987.7	0.2	2.0	0.0	1006.6	987.8	22.2	1007.7	1007.4	2.5	23.88	93.6	29.2	0.0	201.1	0.0	168.1	0.9	0.0	86.8	10.5	1000.1	1007.6	0.4	271.0	1.4	1006.0	24.5	999.6	89.2	18.5	19.6	1007.6	22.16	152.3	0.0	79.0	56.0	0.5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	22.5
4743	20.8	987.6	2.6	2.0	0.0	1006.8	987.6	22.0	1007.3	1007.3	2.5	23.88	94.0	14.8	0.0	135.6	0.0	148.7	1.3	0.0	87.1	10.5	1000.3	1007.4	0.0	0.0	1.2	1006.0	24.2	999.4	88.8	18.2	19.5	1007.6	22.16	147.4	0.0	79.4	56.5	0.5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	22.0
4744	20.5	987.7	1.1	2.0	0.0	1006.8	987.8	21.9	1007.7	1007.4	2.5	23.88	94.5	304.7	0.0	227.1	0.0	267.7	0.7	0.0	88.0	10.5	1000.3	1007.4	1.6	113.4	0.6	1006.1	24.3	999.4	89.7	18.0	19.7	1007.7	22.16	149.1	0.0	80.4	56.4	0.5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	22.0
4745	20.2	987.8	1.1	1.6	0.0	1006.9	987.8	21.7	1007.7	1007.6	2.5	23.88	94.7	222.9	0.0	224.2	0.0	235.1	0.4	0.0	92.1	10.5	1000.4	1007.5	0.4	124.2	1.0	1006.1	24.2	999.4	88.6	17.8	19.6	1007.7	22.16	184.5	0.0	81.5	56.4	0.5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	22.0
4746	20.1	987.9	0.3	1.1	0.0	1006.9	987.7	21.7	1007.4	1007.7	2.5	23.88	95.2	298.4	0.0	234.9	0.0	240.1	0.9	0.0	90.8	10.5	1000.4	1007.5	0.0	0.0	1.3	1006.1	24.1	999.4	88.6	17.7	19.5	1007.7	22.16	215.2	0.0	82.1	56.9	0.5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	22.0
4747	19.9	987.6	0.9	0.8	0.0	1006.9	987.7	21.7	1007.5	1007.4	2.5	23.88	95.3	333.1	0.0	274.9	0.0	275.5	0.9	0.0	89.7	10.5	1000.4	1007.5	0.0	0.0	1.2	1006.0	23.8	999.4	89.9	17.7	19.1	1007.5	22.16	218.6	0.0	82.3	58.6	0.5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21.5
4748	19.9	987.6	0.5	0.7	0.0	1006.8	987.7	21.6	1007.5	1007.4	2.5	23.88	95.6	216.4	0.0	277.3	0.0	247.0	1.0	0.0	90.1	10.5	1000.3	1007.5	0.0	0.0	1.3	1006.0	23.6	999.4	91.3	17.7	19.2	1007.5	22.16	161.7	0.0	82.5	59.1	0.5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21.5
4749	19.7	987.7	0.9	0.6	0.0	1006.9	987.6	21.4	1007.4	1007.5	2.5	23.88	95.9	127.8	0.0	256.1	0.0	299.1	0.6	0.0	90.8	10.5	1000.4	1007.6	0.0	0.0	0.2	1006.0	23.6	999.5	90.2	17.8	19.2	1007.5	22.16	254.2	0.0	83.0	58.9	0.5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21.5
4750	19.4	987.7	0.9	0.8	0.0	1006.9	987.8	21.3	1007.6	1007.5	2.5	23.88	95.9	323.8	0.0	255.1	0.0	0.0	0.6	0.0	91.5	10.5	1000.4	1007.6	0.0	0.0	0.1	1006.0	23.3	999.5	90.1	17.7	19.3	1007.6	22.16	300.0	0.0	83.2	59.8	0.5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21.5
4751	19.1	987.6	1.0	0.3	0.0	1006.8	987.8	21.2	1007.5	1007.4	2.5	23.88	96.2	0.0	0.0	237.2	0.0	17.7	0.0	0.0	93.0	10.5	1000.3	1007.6	0.0	0.0	0.1	1006.1	23.2	999.5	89.6	17.7	19.5	1007.7	22.16	157.5	0.0	84.0	59.5	0.5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21.0

Overview

Variables

Correlations

Missing values

Sample

First rows

Last rows